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Browsing Articles by Author "Rajbongshi, Aditya"

Browsing Articles by Author "Rajbongshi, Aditya"

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  • Addressing Agricultural Challenges: An Identification of Best Feature Selection Technique for Dragon Fruit Disease Recognition 
    Shakil, Rashiduzzaman; Islam, Shawn; Shohan, Yeasir Arafat; Mia, Anonto; Rajbongshi, Aditya; Rahman, Md Habibur; Akter, Bonna (Elsevier, 2023-11-02)
    Dragon fruit is a prominent substance in global agriculture. Despite this, it is gaining popularity and is a viable solution in resource-poor, environmentally degraded areas because of its many health benefits. Nevertheless, ...
  • A Comprehensive Guava Leaves and Fruits Dataset for Guava Disease Recognition 
    Rajbongshi, Aditya; Sazzad, Sadia; Shakil, Rashiduzzaman; Akter, Bonna; Sara, Umme (Daffodil International University, 2022-04-12)
    Guava (Psidium guajava) is a delicious fruit native to Mexico, Central or South America, and the Caribbean region. It's high in vitamin C, Calcium, Pectins and is a good source of fiber. Due to concerns with natural and ...
  • An Extensive Sunflower Dataset Representation for Successful Identification and Classification of Sunflower Diseases 
    Sara, Umme; Rajbongshi, Aditya; Shakil, Rashiduzzaman; Akter, Bonna; Sazzad, Sadia; Uddin, Mohammad Shorif (Daffodil International University, 2022-05-13)
    Sunflowers are agricultural seed crops that can be used for essential edible oils and ornamental purposes. This cash crop is primarily cultivated in North and South America. Sunflower crops are prone to various diseases, ...
  • A Machine Learning Approach for Predicting the Sunspot of Solar Cycle 
    Khan, Thaharim; Arafat, Faisal; Mojumdar, Mayen Uddin; Rajbongshi, Aditya; Siddiquee, Shah Md Tanvir; Chakraborty, Narayan Ranjan (IEEE, 2020-07)
    Sunspots are the fascinating things on the periphery which is the reason it would be all the more captivating if sunspots become predictable. Sunspot number (SSN) is used in this regard to predicting the Solar Cycle (SC) ...
  • A Machine Learning Approach to Detect the Brain Stroke Disease 
    Akter, Bonna; Rajbongshi, Aditya; Sazzad, Sadia; Shakil, Rashiduzzaman; Biswas, Jahanur; Sara, Umme (Daffodil International University, 2022-03-15)
    The brain, which comprises the cerebrum, cere-bellum, and brainstem and is covered by the skull, is a very complex and intriguing organ in the human body. Stroke is the world's second-leading cause of mortality; as a result, ...
  • Recognition of Local Birds of Bangladesh Using Mobile Net and Inception-v3 
    Rahman, Md. Mahbubur; Biswas, Al Amin; Rajbongshi, Aditya; Majumder, Anup (Scopus, 2020)
    Recognition of bird species can be a challenging task due to various complex factors. The purpose of this work is to distinguish various local bird species of Bangladesh from the image data. The MobileNet and Inception-v3 ...
  • Recognition of Local Birds Using Different CNN Architectures with Transfer Learning 
    Biswas, Al Amin; Rahman, Md. Mahbubur; Rajbongshi, Aditya; Majumder, Anup (2021 International Conference on Computer Communication and Informatics (ICCCI), IEEE, 2021-04-21)
    The global world is dependent and integrated with all the ecosystems. To survive in the race, we must need to know about the birds and their habitats and importance to the existence of the human race on earth. However, it ...
  • Recognition of Mango Leaf Disease Using Convolutional Neural Network Models 
    Rajbongshi, Aditya; Khan, Thaharim; Rahman, Md. Mahbubur; Pramanik, Anik; Siddiquee, Shah Md Tanvir; Chakraborty, Narayan Ranjan (Indonesian Journal of Electrical Engineering and Computer Science, 2021)
    The acknowledgment of plant diseases assumes an indispensable part in taking infectious prevention measures to improve the quality and amount of harvest yield. Mechanization of plant diseases is a lot advantageous as it ...
  • Rose Diseases Recognition Using MobileNet 
    Rajbongshi, Aditya; Sarker, Toma; Ahamad, Md. Meraj; Rahman, Md. Mahbubur (Scopus, 2020)
    Plants always prove a great assessment of human life for many years in many sectors. Nowadays plant diseases are affecting our agricultural sector very badly. As a result, farmers are facing huge losses. For developing an ...
  • RoseNet: 
    Sazzada, Sadia; Rajbongshi, Aditya; Shakil, Rashiduzzaman; Akter, Bonna; Kaiser, M. Shamim (Daffodil International University, 22-08-02)
    For the welfare of self-development and the country’s economic evolution, people invest their youth and money in different cultivation and sustainable production business sectors. The crops or fruits get all the attention ...
  • Sentiment Analysis on User Reaction for Online Food Delivery Services Using Bert Model 
    Biswas, Jahanur; Rahman, Md. Mahbubur; Biswas, Al Amin; Khan, Md. Akib Zabed; Rajbongshi, Aditya; Niloy, Hasnaine Amin (2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), IEEE, 2021-06-03)
    In this era of the information age, a major number of people spend their time on social networking sites. Among different social networking sites, Facebook is one of the most popular due to its accessibility and many other ...
  • Sunflower Diseases Recognition Using Computer Vision-Based Approach 
    Rajbongshi, Aditya; Biswas, Al Amin; Biswas, Jahanur; Shakil, Rashiduzzaman; Akter, Bonna; Barman, Mala Rani (Scopus, 2021)
    Sunflower (Helianthus annuus) is a plant categorized as a low to medium drought-sensitive crop. It adds a significant value to the agricultural-based economy. But nowadays worldwide sunflower production is in crisis due ...
  • A Transfer Learning Approach to the Development of an Automation System for Recognizing Guava Disease Using CNN Models for Feasible Fruit Production 
    Shakil, Rashiduzzaman; Akter, Bonna; Rajbongshi, Aditya; Sara, Umme; Barman, Mala Rani; Dhali, Aditi (IEEE, 2023-05-25)
    Guava (Psidium guava) is one of the most popular fruits which plays a vital role in the world economy. To increase guava production and sustain economic development, early detection and diagnosis of guava disease is ...
  • VegNet 
    Sara, Umme; Rajbongshi, Aditya; Shakil, Rashiduzzaman; Akter, Bonna; Uddin, Mohammad Shorif (Daffodil International University, 2022-06-26)
    Cauliflower, a winter seasoned vegetable that originated in the Mediterranean region and arrived in Europe at the end of the 15th century, takes the lead in production among all vegetables. It's high in fiber and can keep ...

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